IDEAS home Printed from https://ideas.repec.org/a/kap/jrisku/v55y2017i2d10.1007_s11166-017-9269-8.html
   My bibliography  Save this article

Loss aversion leading to advantageous selection

Author

Listed:
  • Christina Aperjis

    (Power Auctions LLC)

  • Filippo Balestrieri

    (Analysis Group)

Abstract

Some insurance markets are characterized by “advantageous selection”, that is, ex-post risk and coverage are negatively correlated. We show that expectation-based loss aversion as in Kőszegi and Rabin (Quarterly Journal of Economics, 121(4), 1133–1165, 2006; The American Economic Review, 97(4), 1047–1073, 2007) provides a natural explanation for this phenomenon in environments in which risk aversion models do not, e.g., when agents face modest-scale risks and/or in absence of moral hazard. More exposure to risk has two competing effects on an agent’s willingness to pay for insurance: a positive effect, as in standard expected utility models; and a negative one, due to a reference effect. We determine conditions under which an insurance provider optimally sets a high price at which only low risk agents buy.

Suggested Citation

  • Christina Aperjis & Filippo Balestrieri, 2017. "Loss aversion leading to advantageous selection," Journal of Risk and Uncertainty, Springer, vol. 55(2), pages 203-227, December.
    • Handle: RePEc:kap:jrisku:v:55:y:2017:i:2:d:10.1007_s11166-017-9269-8
    DOI: 10.1007/s11166-017-9269-8
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s11166-017-9269-8
    File Function: Abstract
    Download Restriction: Access to full text is restricted to subscribers.
    File URL: https://libkey.io/10.1007/s11166-017-9269-8?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Johannes Abeler & Armin Falk & Lorenz Goette & David Huffman, 2011. "Reference Points and Effort Provision," American Economic Review, American Economic Association, vol. 101(2), pages 470-492, April.
    2. Fabian Herweg & Konrad Mierendorff, 2013. "Uncertain Demand, Consumer Loss Aversion, And Flat-Rate Tariffs," Journal of the European Economic Association, European Economic Association, vol. 11(2), pages 399-432, April.
    3. Vincent P. Crawford & Juanjuan Meng, 2011. "New York City Cab Drivers' Labor Supply Revisited: Reference-Dependent Preferences with Rational-Expectations Targets for Hours and Income," American Economic Review, American Economic Association, vol. 101(5), pages 1912-1932, August.
    4. Ulrich Schmidt & Chris Starmer & Robert Sugden, 2008. "Third-generation prospect theory," Journal of Risk and Uncertainty, Springer, vol. 36(3), pages 203-223, June.
    5. Thierry Post & Martijn J. van den Assem & Guido Baltussen & Richard H. Thaler, 2008. "Deal or No Deal? Decision Making under Risk in a Large-Payoff Game Show," American Economic Review, American Economic Association, vol. 98(1), pages 38-71, March.
    6. Uri Gneezy & John A. List & George Wu, 2006. "The Uncertainty Effect: When a Risky Prospect is Valued Less than its Worst Possible Outcome," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 121(4), pages 1283-1309.
    7. Botond Kőszegi & Matthew Rabin, 2006. "A Model of Reference-Dependent Preferences," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 121(4), pages 1133-1165.
    8. Booij, Adam S. & van de Kuilen, Gijs, 2009. "A parameter-free analysis of the utility of money for the general population under prospect theory," Journal of Economic Psychology, Elsevier, vol. 30(4), pages 651-666, August.
    9. Stefano DellaVigna, 2009. "Psychology and Economics: Evidence from the Field," Journal of Economic Literature, American Economic Association, vol. 47(2), pages 315-372, June.
    10. Hanming Fang & Michael P. Keane & Dan Silverman, 2008. "Sources of Advantageous Selection: Evidence from the Medigap Insurance Market," Journal of Political Economy, University of Chicago Press, vol. 116(2), pages 303-350, April.
    11. Antonio Rosato, 2016. "Selling substitute goods to loss-averse consumers: limited availability, bargains, and rip-offs," RAND Journal of Economics, RAND Corporation, vol. 47(3), pages 709-733, August.
    12. Heiko Karle, 2013. "Creating Attachment through Advertising: Loss Aversion and Pre–Purchase Information," CER-ETH Economics working paper series 13/177, CER-ETH - Center of Economic Research (CER-ETH) at ETH Zurich.
    13. Nick Netzer & Florian Scheuer, 2010. "Competitive screening in insurance markets with endogenous wealth heterogeneity," Economic Theory, Springer;Society for the Advancement of Economic Theory (SAET), vol. 44(2), pages 187-211, August.
    14. Fabian Herweg & Daniel Muller & Philipp Weinschenk, 2010. "Binary Payment Schemes: Moral Hazard and Loss Aversion," American Economic Review, American Economic Association, vol. 100(5), pages 2451-2477, December.
    15. , & ,, 2014. "Regular prices and sales," Theoretical Economics, Econometric Society, vol. 9(1), January.
    16. Rachel J. Huang & Alexander Muermann & Larry Y. Tzeng, 2016. "Hidden Regret In Insurance Markets," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 83(1), pages 181-216, January.
    17. David de Meza & David C. Webb, 2007. "Incentive Design under Loss Aversion," Journal of the European Economic Association, MIT Press, vol. 5(1), pages 66-92, March.
    18. Alma Cohen & Peter Siegelman, 2010. "Testing for Adverse Selection in Insurance Markets," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 77(1), pages 39-84, March.
    19. David Hemenway, 1990. "Propitious Selection," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 105(4), pages 1063-1069.
    20. Bruno Jullien & Bernard Salanié & François Salanié, 2007. "Screening risk-averse agents under moral hazard: single-crossing and the CARA case," Economic Theory, Springer;Society for the Advancement of Economic Theory (SAET), vol. 30(1), pages 151-169, January.
    21. repec:feb:framed:0077 is not listed on IDEAS
    22. Gul, Faruk, 1991. "A Theory of Disappointment Aversion," Econometrica, Econometric Society, vol. 59(3), pages 667-686, May.
    23. Iris Bohnet & Benedikt Herrmann & Richard Zeckhauser, 2010. "Trust and the Reference Points for Trustworthiness in Gulf and Western Countries," The Quarterly Journal of Economics, Oxford University Press, vol. 125(2), pages 811-828.
    24. Daniel Kahneman & Amos Tversky, 2013. "Prospect Theory: An Analysis of Decision Under Risk," World Scientific Book Chapters, in: Leonard C MacLean & William T Ziemba (ed.), HANDBOOK OF THE FUNDAMENTALS OF FINANCIAL DECISION MAKING Part I, chapter 6, pages 99-127, World Scientific Publishing Co. Pte. Ltd..
    25. Botond Koszegi & Matthew Rabin, 2007. "Reference-Dependent Risk Attitudes," American Economic Review, American Economic Association, vol. 97(4), pages 1047-1073, September.
    26. Tomas Philipson & John Cawley, 1999. "An Empirical Examination of Information Barriers to Trade in Insurance," American Economic Review, American Economic Association, vol. 89(4), pages 827-846, September.
    27. David Gill & Victoria Prowse, 2012. "A Structural Analysis of Disappointment Aversion in a Real Effort Competition," American Economic Review, American Economic Association, vol. 102(1), pages 469-503, February.
    28. Liran Einav & Amy Finkelstein, 2011. "Selection in Insurance Markets: Theory and Empirics in Pictures," Journal of Economic Perspectives, American Economic Association, vol. 25(1), pages 115-138, Winter.
    29. Jan Boone & Christoph Schottmüller, 2017. "Health Insurance Without Single Crossing: Why Healthy People Have High Coverage," Economic Journal, Royal Economic Society, vol. 127(599), pages 84-105, February.
    30. Richard J. Arnott & Joseph E. Stiglitz, 1988. "The Basic Analytics of Moral Hazard," NBER Working Papers 2484, National Bureau of Economic Research, Inc.
    31. David E. Bell, 1985. "Disappointment in Decision Making Under Uncertainty," Operations Research, INFORMS, vol. 33(1), pages 1-27, February.
    32. repec:feb:artefa:0095 is not listed on IDEAS
    33. Kuniyoshi Saito, 2006. "Testing for Asymmetric Information in the Automobile Insurance Market Under Rate Regulation," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 73(2), pages 335-356, June.
    34. Amy Finkelstein & Kathleen McGarry, 2006. "Multiple Dimensions of Private Information: Evidence from the Long-Term Care Insurance Market," American Economic Review, American Economic Association, vol. 96(4), pages 938-958, September.
    35. N Jack & D N P Murthy, 2007. "A flexible extended warranty and related optimal strategies," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 58(12), pages 1612-1620, December.
    36. Pierre‐André Chiappori & Bruno Jullien & Bernard Salanié & François Salanié, 2006. "Asymmetric information in insurance: general testable implications," RAND Journal of Economics, RAND Corporation, vol. 37(4), pages 783-798, December.
    37. Botond Kőszegi, 2010. "Utility from anticipation and personal equilibrium," Economic Theory, Springer;Society for the Advancement of Economic Theory (SAET), vol. 44(3), pages 415-444, September.
    38. Philippe Donder & Jean Hindriks, 2009. "Adverse selection, moral hazard and propitious selection," Journal of Risk and Uncertainty, Springer, vol. 38(1), pages 73-86, February.
    39. de Meza, David & Webb, David C, 2001. "Advantageous Selection in Insurance Markets," RAND Journal of Economics, The RAND Corporation, vol. 32(2), pages 249-262, Summer.
    40. Mohammed Abdellaoui & Han Bleichrodt & Corina Paraschiv, 2007. "Loss Aversion Under Prospect Theory: A Parameter-Free Measurement," Management Science, INFORMS, vol. 53(10), pages 1659-1674, October.
    41. repec:feb:natura:0056 is not listed on IDEAS
    42. Devin G. Pope & Maurice E. Schweitzer, 2011. "Is Tiger Woods Loss Averse? Persistent Bias in the Face of Experience, Competition, and High Stakes," American Economic Review, American Economic Association, vol. 101(1), pages 129-157, February.
    43. Sergiu Hart, 2005. "An Interview with Robert Aumann," Discussion Paper Series dp386, The Federmann Center for the Study of Rationality, the Hebrew University, Jerusalem.
    44. John A. List, 2003. "Does Market Experience Eliminate Market Anomalies?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 118(1), pages 41-71.
    45. Hart, Sergiu, 2005. "An Interview With Robert Aumann," Macroeconomic Dynamics, Cambridge University Press, vol. 9(05), pages 683-740, November.
    46. Michael Rothschild & Joseph Stiglitz, 1976. "Equilibrium in Competitive Insurance Markets: An Essay on the Economics of Imperfect Information," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 90(4), pages 629-649.
    47. Arnott, Richard J & Stiglitz, Joseph E, 1988. " The Basic Analytics of Moral Hazard," Scandinavian Journal of Economics, Wiley Blackwell, vol. 90(3), pages 383-413.
    48. Pierre‐André Chiappori & Bruno Jullien & Bernard Salanié & François Salanié, 2006. "Asymmetric information in insurance: general testable implications," RAND Journal of Economics, The RAND Corporation, vol. 37(4), pages 783-798, December.
    49. Keith M. Marzilli Ericson & Andreas Fuster, 2011. "Expectations as Endowments: Evidence on Reference-Dependent Preferences from Exchange and Valuation Experiments," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 126(4), pages 1879-1907.
    50. Hsee, Christopher K & Kunreuther, Howard C, 2000. "The Affection Effect in Insurance Decisions," Journal of Risk and Uncertainty, Springer, vol. 20(2), pages 141-159, March.
    51. Graham Loomes & Robert Sugden, 1986. "Disappointment and Dynamic Consistency in Choice under Uncertainty," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 53(2), pages 271-282.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Jong-Hee Hahn & Jinwoo Kim & Sang-Hyun Kim & Jihong Lee, 2018. "Price discrimination with loss averse consumers," Economic Theory, Springer;Society for the Advancement of Economic Theory (SAET), vol. 65(3), pages 681-728, May.
    2. Heiko Karle & Heiner Schumacher & Rune Vølund, 2020. "Consumer search and the uncertainty effect," Working Papers of Department of Economics, Leuven 657766, KU Leuven, Faculty of Economics and Business (FEB), Department of Economics, Leuven.
    3. Meisner, Vincent & von Wangenheim, Jonas, 2019. "School Choice and Loss Aversion," Rationality and Competition Discussion Paper Series 208, CRC TRR 190 Rationality and Competition.
    4. Karle, Heiko & Schumacher, Heiner & Vølund, Rune, 2023. "Consumer loss aversion and scale-dependent psychological switching costs," Games and Economic Behavior, Elsevier, vol. 138(C), pages 214-237.
    5. Meisner, Vincent & von Wangenheim, Jonas, 2023. "Loss aversion in strategy-proof school-choice mechanisms," Journal of Economic Theory, Elsevier, vol. 207(C).
    6. Vincent Meisner & Jonas von Wangenheim, 2022. "Loss aversion in strategy-proof school-choice mechanisms," Papers 2207.14666, arXiv.org.
    7. Antonio Rosato, 2016. "Selling substitute goods to loss-averse consumers: limited availability, bargains, and rip-offs," RAND Journal of Economics, RAND Corporation, vol. 47(3), pages 709-733, August.
    8. Macera, Rosario, 2018. "Intertemporal incentives under loss aversion," Journal of Economic Theory, Elsevier, vol. 178(C), pages 551-594.
    9. Dato, Simon & Grunewald, Andreas & Müller, Daniel & Strack, Philipp, 2017. "Expectation-based loss aversion and strategic interaction," Games and Economic Behavior, Elsevier, vol. 104(C), pages 681-705.
    10. Heiko Karle & Martin Peitz, 2014. "Competition under consumer loss aversion," RAND Journal of Economics, RAND Corporation, vol. 45(1), pages 1-31, March.
    11. Jean-Michel Benkert, 2015. "Bilateral trade with loss-averse agents," ECON - Working Papers 188, Department of Economics - University of Zurich, revised Jul 2022.
    12. Pagel, Michaela, 2019. "Prospective gain-loss utility: Ordered versus separated comparison," Journal of Economic Behavior & Organization, Elsevier, vol. 168(C), pages 62-75.
    13. Björn Bartling & Leif Brandes & Daniel Schunk, 2012. "Expectations as reference points: field evidence from experienced subjects in a competitive, high-stakes environment," ECON - Working Papers 073, Department of Economics - University of Zurich.
    14. Björn Bartling & Leif Brandes & Daniel Schunk, 2015. "Expectations as Reference Points: Field Evidence from Professional Soccer," Management Science, INFORMS, vol. 61(11), pages 2646-2661, November.
    15. Pagel, Michaela, 2013. "Expectations-Based Reference-Dependent Life-Cycle Consumption," MPRA Paper 47138, University Library of Munich, Germany.
    16. Heiko Karle & Dirk Engelmann & Martin Peitz, 2022. "Student performance and loss aversion," Scandinavian Journal of Economics, Wiley Blackwell, vol. 124(2), pages 420-456, April.
    17. Rosato, Antonio & Tymula, Agnieszka A., 2019. "Loss aversion and competition in Vickrey auctions: Money ain't no good," Games and Economic Behavior, Elsevier, vol. 115(C), pages 188-208.
    18. Karle, Heiko & Peitz, Martin, 2017. "De-targeting: Advertising an assortment of products to loss-averse consumers," European Economic Review, Elsevier, vol. 95(C), pages 103-124.
    19. Karl Ove Aarbu, 2017. "Asymmetric Information in the Home Insurance Market," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 84(1), pages 35-72, March.
    20. Aurélien Baillon & Han Bleichrodt & Vitalie Spinu, 2020. "Searching for the Reference Point," Management Science, INFORMS, vol. 66(1), pages 93-112, January.

    More about this item

    Keywords

    Loss aversion; Advantageous selection; Insurance; Risk;
    All these keywords.

    JEL classification:

    • D81 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Criteria for Decision-Making under Risk and Uncertainty
    • D82 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Asymmetric and Private Information; Mechanism Design
    • D11 - Microeconomics - - Household Behavior - - - Consumer Economics: Theory
    • D42 - Microeconomics - - Market Structure, Pricing, and Design - - - Monopoly

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:kap:jrisku:v:55:y:2017:i:2:d:10.1007_s11166-017-9269-8. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.